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Jiang Y, Luo Z, Wang W, Lu X, Xia Z, Xie J, Lu M, Wu L, Zhou Y, Guo Q. Development of a low-cost and accurate carrier screening method for spinal muscular atrophy in developing countries. Eur J Med Genet 2024; 68:104921. [PMID: 38325644 DOI: 10.1016/j.ejmg.2024.104921] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/31/2023] [Revised: 11/29/2023] [Accepted: 02/04/2024] [Indexed: 02/09/2024]
Abstract
Heterozygous carriers of the survival of motor neuron 1 (SMN1) gene deletion in parents account for approximately 95% of neonatal spinal muscular atrophy cases. Given the severity of the disease, professional organizations have recommended periconceptional spinal muscular atrophy carrier screening to all couples, regardless of race or ethnicity. However, the prevalence of screening activities in mainland China remains suboptimal, mainly attributed to the limitations of the existing carrier screening methods. Herein, we aimed to develop a low-cost, accessible, and accurate carrier screening method based on duplex droplet digital PCR (ddPCR), to cover a wider population in developing countries, including China. The receiver operating characteristic curve was used to determine the cut-off value of SMN1 copy numbers. Performance validation was conducted for linearity, precision, and accuracy. In total, 482 cases were considered to validate the concordance between the developed ddPCR assay and multiplex ligation-dependent probe amplification. Linear correlations were excellent between the expected concentration of the reference gene and the observed values (R2 > 0.99). Both the intra- and inter-assay precision of our ddPCR assays were less than 6.0%. The multiplex ligation-dependent probe amplification and ddPCR results were consistent in 480 of the 482 cases (99.6%). Two cases with multiplex ligation-dependent probe amplification, suggestive of two copies of SMN1 exon 7, were classified into three copies by ddPCR analysis. The overall correct classification of the samples included in our ddPCR assay was 100%. This study demonstrates that an appropriate cut-off value is an important prerequisite for establishing a semi-quantitative method to determine the SMN1 copy numbers. Compared to conventional methods, our ddPCR assay is low-cost, highly accurate, and has full potential for application in population spinal muscular atrophy carriers screening.
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Affiliation(s)
- Yu Jiang
- United Diagnostic and Research Center for Clinical Genetics, Women and Children's Hospital, School of Medicine & School of Public Health, Xiamen University, Xiamen, Fujian, 361003, PR China; Biobank, Women and Children's Hospital, School of Medicine, Xiamen University, Xiamen, Fujian, 361003, PR China.
| | - Zhenyu Luo
- Department of Family Planning, Women and Children's Hospital, School of Medicine, Xiamen University, Xiamen, Fujian, 361003, PR China
| | - Wenrong Wang
- Department of Family Planning, Women and Children's Hospital, School of Medicine, Xiamen University, Xiamen, Fujian, 361003, PR China
| | - Xingxiu Lu
- United Diagnostic and Research Center for Clinical Genetics, Women and Children's Hospital, School of Medicine & School of Public Health, Xiamen University, Xiamen, Fujian, 361003, PR China
| | - ZhongMin Xia
- United Diagnostic and Research Center for Clinical Genetics, Women and Children's Hospital, School of Medicine & School of Public Health, Xiamen University, Xiamen, Fujian, 361003, PR China
| | - Jieqiong Xie
- United Diagnostic and Research Center for Clinical Genetics, Women and Children's Hospital, School of Medicine & School of Public Health, Xiamen University, Xiamen, Fujian, 361003, PR China
| | - Mei Lu
- Department of Pediatrics, Women and Children's Hospital, School of Medicine, Xiamen University, Xiamen, Fujian, 361003, PR China
| | - Lili Wu
- Department of Obstetrics and Gynecology, Women and Children's Hospital, School of Medicine, Xiamen University, Xiamen, Fujian, 361003, PR China
| | - Yulin Zhou
- United Diagnostic and Research Center for Clinical Genetics, Women and Children's Hospital, School of Medicine & School of Public Health, Xiamen University, Xiamen, Fujian, 361003, PR China; Biobank, Women and Children's Hospital, School of Medicine, Xiamen University, Xiamen, Fujian, 361003, PR China
| | - Qiwei Guo
- United Diagnostic and Research Center for Clinical Genetics, Women and Children's Hospital, School of Medicine & School of Public Health, Xiamen University, Xiamen, Fujian, 361003, PR China.
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Zhou Y, Jiang Y. Current Advances in Genetic Testing for Spinal Muscular Atrophy. Curr Genomics 2023; 24:273-286. [PMID: 38235355 PMCID: PMC10790334 DOI: 10.2174/0113892029273388231023072050] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2023] [Revised: 09/22/2023] [Accepted: 10/02/2023] [Indexed: 01/19/2024] Open
Abstract
Spinal muscular atrophy (SMA) is one of the most common genetic disorders worldwide, and genetic testing plays a key role in its diagnosis and prevention. The last decade has seen a continuous flow of new methods for SMA genetic testing that, along with traditional approaches, have affected clinical practice patterns to some degree. Targeting different application scenarios and selecting the appropriate technique for genetic testing have become priorities for optimizing the clinical pathway for SMA. In this review, we summarize the latest technological innovations in genetic testing for SMA, including MassArray®, digital PCR (dPCR), next-generation sequencing (NGS), and third-generation sequencing (TGS). Implementation recommendations for rationally choosing different technical strategies in the tertiary prevention of SMA are also explored.
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Affiliation(s)
- Yulin Zhou
- United Diagnostic and Research Center for Clinical Genetics, Women and Children’s Hospital, School of Medicine & School of Public Health, Xiamen University, Xiamen, Fujian 361003, P.R. China
- Biobank, Women and Children’s Hospital, School of Medicine, Xiamen University, Xiamen, Fujian 361003, P.R. China
| | - Yu Jiang
- United Diagnostic and Research Center for Clinical Genetics, Women and Children’s Hospital, School of Medicine & School of Public Health, Xiamen University, Xiamen, Fujian 361003, P.R. China
- Biobank, Women and Children’s Hospital, School of Medicine, Xiamen University, Xiamen, Fujian 361003, P.R. China
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Tan J, Zhang J, Sun R, Jiang Z, Wang Y, Ma D, Jiao J, Chen H, Lin Y, Zhang Q, Xu Z, Hu P. Evaluating the performance of four assays for carrier screening of spinal muscular atrophy. Clin Chim Acta 2023; 548:117496. [PMID: 37479010 DOI: 10.1016/j.cca.2023.117496] [Citation(s) in RCA: 3] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/17/2023] [Revised: 05/19/2023] [Accepted: 07/18/2023] [Indexed: 07/23/2023]
Abstract
BACKGROUND AND AIMS Spinal muscular atrophy (SMA) is an autosomal recessive inherited neuromuscular condition caused by biallelic mutations in the survival of motor neuron 1 (SMN1) gene. A homozygous deletion of the SMN1 gene accounts for approximately 95-98% of SMA patients. A highly homologous gene survival motor neuron 2 (SMN2) can partially compensate for SMN1 deletion, and its copy number is associated with disease severity. Population-based carrier screening by simultaneous quantification of SMN1 and SMN2 copy numbers is the best method to prevent SMA. MATERIALS AND METHODS In this study, a total of 516 samples were re-tested for the SMN1 copy number by using quantitative polymerase chain reaction (qPCR), multiplex ligation probe amplification (MLPA), droplet digital PCR (ddPCR), high-resolution melting (HRM) analysis, and PCR-based capillary electrophoresis (PCR/CE) simultaneously. Then, the performance of these methods was compared by using MLPA results as the reference. RESULTS The results of qPCR, ddPCR, HRM, and PCR/CE in detecting heterozygous deletion of SMN1 exon 7 and the results of ddPCR, HRM, and PCR/CE in detecting ≥2 copies of SMN1 exon7 are totally consistent with those of MLPA. The sensitivity and specificity of qPCR for detection of 2 copies of SMN1 exon 7 were 99.7% and 98.8%, respectively. The sensitivity and specificity of qPCR for detection of >2 copies of SMN1 exon 7 were 96.3% and 99.8%, respectively. Compared with the MLPA results, the sensitivity and specificity of qPCR and HRM for detection of heterozygous deletion of SMN1 exon 8 were 100% and 100%, respectively. They were 99.4% and 100%, respectively for detection of 2 copies, and 100% and 100%, respectively for detection of >2 copies. The results of PCR/CE in detecting SMN1 exon 8 were consistent with those of MLPA. CONCLUSION All these four methods show excellent performance in detecting heterozygous deletion of SMN1 exon 7. All PCR/CE results are totally concordant with those of MLPA. As the most cost-effective method, qPCR also shows high sensitivity and specificity in detecting SMN1. Taken together, our study provides useful information to select appropriate methods for SMA carrier screening.
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Affiliation(s)
- Jianxin Tan
- Department of Prenatal Diagnosis, Women's Hospital of Nanjing Medical University, Nanjing Maternity and Child Health Care Hospital, Nanjing 210004, People's Republic of China
| | - Jingjing Zhang
- Department of Prenatal Diagnosis, Women's Hospital of Nanjing Medical University, Nanjing Maternity and Child Health Care Hospital, Nanjing 210004, People's Republic of China
| | - Ruihong Sun
- Department of Laboratory Medicine, The First School of Clinical Medicine, Nanjing Medical University, Nanjing 210029, People's Republic of China
| | - Zhu Jiang
- Department of Prenatal Diagnosis, Women's Hospital of Nanjing Medical University, Nanjing Maternity and Child Health Care Hospital, Nanjing 210004, People's Republic of China
| | - Yuguo Wang
- Department of Prenatal Diagnosis, Women's Hospital of Nanjing Medical University, Nanjing Maternity and Child Health Care Hospital, Nanjing 210004, People's Republic of China
| | - Dingyuan Ma
- Department of Prenatal Diagnosis, Women's Hospital of Nanjing Medical University, Nanjing Maternity and Child Health Care Hospital, Nanjing 210004, People's Republic of China
| | - Jiao Jiao
- Department of Prenatal Diagnosis, Women's Hospital of Nanjing Medical University, Nanjing Maternity and Child Health Care Hospital, Nanjing 210004, People's Republic of China
| | - Hao Chen
- Department of Prenatal Diagnosis, Women's Hospital of Nanjing Medical University, Nanjing Maternity and Child Health Care Hospital, Nanjing 210004, People's Republic of China
| | - Yingchun Lin
- Department of Prenatal Diagnosis, Women's Hospital of Nanjing Medical University, Nanjing Maternity and Child Health Care Hospital, Nanjing 210004, People's Republic of China
| | - Qinxin Zhang
- Department of Prenatal Diagnosis, Women's Hospital of Nanjing Medical University, Nanjing Maternity and Child Health Care Hospital, Nanjing 210004, People's Republic of China
| | - Zhengfeng Xu
- Department of Prenatal Diagnosis, Women's Hospital of Nanjing Medical University, Nanjing Maternity and Child Health Care Hospital, Nanjing 210004, People's Republic of China.
| | - Ping Hu
- Department of Prenatal Diagnosis, Women's Hospital of Nanjing Medical University, Nanjing Maternity and Child Health Care Hospital, Nanjing 210004, People's Republic of China.
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Xu Y, Song T, Wang X, Zheng J, Li Y, Guo F, Li Y, Guo Z, Dou Y, Wang Y, Zhao Y, Yang H. Copy number assessment of SMN1 based on real-time PCR with high-resolution melting: fast and highly reliable testing. Brain Dev 2022; 44:462-468. [PMID: 35414447 DOI: 10.1016/j.braindev.2022.03.011] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/06/2022] [Revised: 03/24/2022] [Accepted: 03/29/2022] [Indexed: 10/18/2022]
Abstract
BACKGROUND Spinal muscular atrophy (SMA) is a neuromuscular disease mainly caused by the absence of both copies of the survival motor neuron 1 (SMN1) gene. Multiple regions recommended population-wide SMA screening to quantify the copy number of SMN1. SMN1 diagnostic assays for the simplified procedure, high sensitivity, and throughput continue to be needed. METHODS Real-time PCR with high-resolution melting for the quantifying of the SMN1 gene exon 7 copies and exon 8 copies were established and confirmed by multiplex ligation-dependent probe amplification (MLPA). The diagnosis of 2563 individuals, including SMA patients, suspected cases, and the general population, was tested by real-time PCR. The results were compared with the gold standard test MLPA. RESULTS In this study, the homozygous and heterozygous deletions were detected by real-time PCR with a high-resolution melting method with an incidence of 10.18% and 2.26%, respectively. In addition, the R-value distribution (P > 0.05) among 8 replicates and the coefficient of variation (CV < 0.003) suggested that the real-time PCR screening test had high reproducibility. High concordance was obtained between real-time PCR with high-resolution melting and MLPA. CONCLUSIONS The real-time PCR based on high-resolution melting provides a sensitive and high-throughput approach to large-scale SMA carrier screening with low cost and labor.
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Affiliation(s)
- Ying Xu
- Department of Obstetrics and Gynecology, Xijing Hospital, Fourth Military Medical University, Shannxi 710032, China
| | - Tingting Song
- Department of Obstetrics and Gynecology, Xijing Hospital, Fourth Military Medical University, Shannxi 710032, China
| | - Xiaozhou Wang
- Xi'an Tianlong Science and Technology CO., Ltd, China
| | - Jiao Zheng
- Department of Obstetrics and Gynecology, Xijing Hospital, Fourth Military Medical University, Shannxi 710032, China
| | - Yu Li
- Department of Obstetrics and Gynecology, Xijing Hospital, Fourth Military Medical University, Shannxi 710032, China
| | - Fenfen Guo
- Department of Obstetrics and Gynecology, Xijing Hospital, Fourth Military Medical University, Shannxi 710032, China
| | - Yuanfeng Li
- Department of Obstetrics and Gynecology, Xijing Hospital, Fourth Military Medical University, Shannxi 710032, China
| | - Zijian Guo
- Peking Union Medical College Hospital, Chinese Academy of Medical Sciences, China
| | - Yaling Dou
- Peking Union Medical College Hospital, Chinese Academy of Medical Sciences, China
| | - Yu Wang
- Xi'an Tianlong Science and Technology CO., Ltd, China
| | - Ye Zhao
- Xi'an Tianlong Science and Technology CO., Ltd, China.
| | - Hong Yang
- Department of Obstetrics and Gynecology, Xijing Hospital, Fourth Military Medical University, Shannxi 710032, China.
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Arikan Y, Berker Karauzum S, Uysal H, Mihci E, Nur B, Duman O, Haspolat S, Altiok Clark O, Toylu A. Evaluation of exonic copy numbers of SMN1 and SMN2 genes in SMA. Gene X 2022; 823:146322. [PMID: 35219815 DOI: 10.1016/j.gene.2022.146322] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2021] [Revised: 12/20/2021] [Accepted: 02/11/2022] [Indexed: 11/04/2022] Open
Abstract
SMA is a neuromuscular disease and occurs primarily through autosomal recessive inheritance. Identification of deletions in the SMN1 gene especially in the exon 7 and exon 8 regions (hot spot), are used in carrier testing. The exact copy numbers of those exons in the SMN1 and SMN2 genes in 113 patients who presented with a pre-diagnosis of SMA were determined using MLPA method. We aimed to reveal both the most common copy number profiles of different SMA types. It was found that the frequency of homozygous deletions in SMN1 was 15.9%, while heterozygous deletions was 16.9%. The most common SMN-MLPA profile was 0-0-3-3. In the cases with homozygous deletion, SMA type III diagnosis was observed most frequently (44%), and the rate of consanguineous marriage was found 33%. Two cases with the same exonic copy number profile but with different clinical subtypes were identified in a family. We also detected distinct exonic deletion and duplication MLPA profiles for the first time. We created "the SMA signature" that can be added to patient reports. Furthermore, our data are important for revealing potential local profiles of SMA and describing the disease in genetic reports in a way that is clear and comprehensive.
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Affiliation(s)
- Yunus Arikan
- Bozok University School of Medicine, Department of Medical Genetics, Yozgat, Turkey; Radboud University Medical Centre, Department of Human Genetics, Nijmegen, Netherland.
| | - Sibel Berker Karauzum
- Akdeniz University School of Medicine, Department of Medical Biology, Antalya, Turkey; Akdeniz University School of Medicine, Department of Medical Genetics, Antalya, Turkey.
| | - Hilmi Uysal
- Akdeniz University School of Medicine, Department of Neurology, Antalya, Turkey.
| | - Ercan Mihci
- Akdeniz University School of Medicine, Department of Medical Genetics, Antalya, Turkey; Akdeniz University School of Medicine, Department of Pediatry, Antalya, Turkey.
| | - Banu Nur
- Akdeniz University School of Medicine, Department of Medical Genetics, Antalya, Turkey; Akdeniz University School of Medicine, Department of Pediatry, Antalya, Turkey.
| | - Ozgur Duman
- Akdeniz University School of Medicine, Department of Neurology, Antalya, Turkey.
| | - Senay Haspolat
- Akdeniz University School of Medicine, Department of Pediatry, Antalya, Turkey.
| | - Ozden Altiok Clark
- Akdeniz University School of Medicine, Department of Medical Genetics, Antalya, Turkey.
| | - Asli Toylu
- Akdeniz University School of Medicine, Department of Medical Genetics, Antalya, Turkey.
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Milligan JN, Larson JL, Filipovic-Sadic S, Laosinchai-Wolf W, Huang YW, Ko TM, Abbott KM, Lemmink HH, Toivonen M, Schleutker J, Gentile C, Van Deerlin VM, Zhu H, Latham GJ. Multisite Evaluation and Validation of a Sensitive Diagnostic and Screening System for Spinal Muscular Atrophy that Reports SMN1 and SMN2 Copy Number, along with Disease Modifier and Gene Duplication Variants. J Mol Diagn 2021; 23:753-764. [PMID: 33798739 DOI: 10.1016/j.jmoldx.2021.03.004] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/20/2020] [Revised: 02/17/2021] [Accepted: 03/16/2021] [Indexed: 11/24/2022] Open
Abstract
Spinal muscular atrophy is a severe autosomal recessive disease caused by disruptions in the SMN1 gene. The nearly identical SMN2 gene copy number is associated with disease severity. SMN1 duplication markers, such as c.∗3+80T>G and c.∗211_∗212del, can assess residual carrier risk. An SMN2 disease modifier (c.859G>C) can help inform prognostic outcomes. The emergence of multiple precision gene therapies for spinal muscular atrophy requires accurate and rapid detection of SMN1 and SMN2 copy numbers to enable early treatment and optimal patient outcomes. We developed and evaluated a single-tube PCR/capillary electrophoresis assay system that quantifies SMN1/2 copy numbers and genotypes three additional clinically relevant variants. Analytical validation was performed with human cell lines and whole blood representing varying SMN1/2 copies on four capillary electrophoresis instrument models. In addition, four independent laboratories used the assay to test 468 residual clinical genomic DNA samples. The results were ≥98.3% concordant with consensus SMN1/2 exon 7 copy numbers, determined using multiplex ligation-dependent probe amplification and droplet digital PCR, and were 100% concordant with Sanger sequencing for the three variants. Furthermore, copy number values were 98.6% (SMN1) and 97.1% (SMN2) concordant to each laboratory's own reference results.
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Affiliation(s)
| | | | | | | | - Ya-Wen Huang
- GenePhile Bioscience Laboratory, Ko's Obstetrics and Gynecology Clinic, Taipei City, Taiwan
| | - Tsang-Ming Ko
- GenePhile Bioscience Laboratory, Ko's Obstetrics and Gynecology Clinic, Taipei City, Taiwan
| | - Kristin M Abbott
- Department of Genetics, University Medical Center Groningen, Groningen, the Netherlands
| | - Henny H Lemmink
- Department of Genetics, University Medical Center Groningen, Groningen, the Netherlands
| | - Minna Toivonen
- Department of Medical Genetics, Genomics, Laboratory Division, Turku University Hospital, Turku, Finland
| | - Johanna Schleutker
- Department of Medical Genetics, Genomics, Laboratory Division, Turku University Hospital, Turku, Finland; Institute of Biomedicine, University of Turku, Turun yliopisto, Finland
| | - Caren Gentile
- Hospital of the University of Pennsylvania, Philadelphia, Pennsylvania
| | | | - Huiping Zhu
- Research and Development, Asuragen Inc., Austin, Texas
| | - Gary J Latham
- Research and Development, Asuragen Inc., Austin, Texas
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Rouzier C, Chaussenot A, Paquis-Flucklinger V. Molecular diagnosis and genetic counseling for spinal muscular atrophy (SMA). Arch Pediatr 2020; 27:7S9-7S14. [DOI: 10.1016/s0929-693x(20)30270-0] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/23/2023]
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Cavdarli B, Ozturk FN, Guntekin Ergun S, Ergun MA, Dogan O, Percin EF. Intelligent Ratio: A New Method for Carrier and Newborn Screening in Spinal Muscular Atrophy. Genet Test Mol Biomarkers 2020; 24:569-577. [PMID: 32721240 DOI: 10.1089/gtmb.2020.0085] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Aim: Spinal muscular atrophy (SMA) is an inherited, autosomal recessive neuromuscular disease that causes high morbidity and mortality. The prevalence is 1-2/100,000, while the incidence is 1/6000-1/10,000 among live births. Due to the high carrier frequency (1/40-1/60) of SMA-associated alleles, screening can prevent new cases. The aim of the current study was to present the development of a new, quantitative, real-time, polymerase chain reaction (PCR)-based screening test that uses an intelligent ratio (IR) for analyses, as well as a comparison of the results with the gold standard. Materials and Methods: Included in the study were 100 patients with various risk genotypes for survivor motor neuron 1 (SMN1) and SMN2 genes whose genetics had been previously investigated using multiplex ligation probe amplification (MLPA). A combination of the 5' nuclease assay and allele-specific PCR was used to quantify the SMN1 deletion mutation with real-time PCR using the FII gene as a reference. All of the optimized standards were adapted to software that provided automated analyses. The approval number of the institutional ethics committee for the study is 2012-KAEK-15/1497. Results: The results of the screening test were completely compatible with the MLPA results; it achieved 100% sensitivity and specificity compared with the gold standard. The use of the IR in the analyses provided a user-independent method that quickly and accurately provided results, regardless of the amount of DNA used of the extraction method. Conclusion: Carrier or newborn screening of SMA is essential in countries that have high rates of consanguineous marriages. The screening test presented in this study that uses FII as a reference gene proved to be low-cost, reliable, applicable, accurate, and amenable to use in an automated system for SMA screening.
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Affiliation(s)
- Busranur Cavdarli
- Department of Medical Genetics, Ankara Numune Training and Research Hospital, Ankara, Turkey
| | - Fatma Nihal Ozturk
- Department of Medical Genetics, Dr Sami Ulus Gynecology Obstetrics and Child Health and Diseases Training and Research Hospital, Ankara, Turkey
| | - Sezen Guntekin Ergun
- Department of Biological Sciences, Molecular Biology and Genetics, Middle East Technical University, Ankara, Turkey
| | - Mehmet Ali Ergun
- Department of Medical Genetics, Faculty of Medicine, Gazi University, Ankara, Turkey
| | - Ozlem Dogan
- SNP Biotechnology Ltd., Hacettepe University Technopolis, Ankara, Turkey
| | - Emriye Ferda Percin
- Department of Medical Genetics, Faculty of Medicine, Gazi University, Ankara, Turkey
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